import random from locust import User, task, between from locust_task import MilvusTask from client import MilvusClient connection_type = "single" host = "192.168.1.29" port = 19530 collection_name = "sift_128_euclidean" dim = 128 m = MilvusClient(host=host, port=port, collection_name=collection_name) class MixTask(User): wait_time = between(0.001, 0.002) print("in query task") if connection_type == "single": client = MilvusTask(m=m) else: client = MilvusTask(host=host, port=port, collection_name=collection_name) @task(30) def query(self): top_k = 10 X = [[random.random() for i in range(dim)] for i in range(1)] search_param = {"nprobe": 16} self.client.query(X, top_k, search_param) @task(10) def insert(self): id = random.randint(10000000, 10000000000) X = [[random.random() for i in range(dim)] for i in range(1)] self.client.insert(X, ids=[id]) @task(1) def flush(self): self.client.flush() # @task(5) # def delete(self): # self.client.delete([random.randint(1, 1000000)])